loco::ConstGen Class Reference

Create a value from constant byte array. More...

#include <Nodes.h>

Collaboration diagram for loco::ConstGen:

Public Member Functions
	ConstGen ()=default
template<DataType DT>
uint32_t	size (void) const
	Return the number of reserved elements.
template<DataType DT>
void	size (uint32_t size)
	Adjust the number of reserved elements.
template<DataType DT>
const DataTypeImpl< DT >::Type &	at (uint32_t n) const
	Get the element at a given position @require at(n) is valid only when n < size()
template<DataType DT>
DataTypeImpl< DT >::Type &	at (uint32_t n)
	Update the element at a given position @require at(n) is valid only when n < size()
Public Member Functions inherited from loco::CanonicalNodeDef< CanonicalOpcode::ConstGen, FixedArity< 0 >::Mixin, With< NodeTrait::DataType >::Mixin, With< NodeTrait::TensorShape >::Mixin >
virtual	~CanonicalNodeDef ()=default
uint32_t	opnum (void) const final
CanonicalOpcode	opcode (void) const final
Public Member Functions inherited from loco::CanonicalNode
virtual	~CanonicalNode ()=default
const Dialect *	dialect (void) const final
	Return "Dialect" identifier that this node belongs to.
template<typename T >
T	accept (CanonicalNodeVisitorBase< T > *) const
template<typename T >
T	accept (CanonicalNodeMutableVisitorBase< T > *)
Public Member Functions inherited from loco::Node
	Node ()=default
	Node (const Node &)=delete
	Node (Node &&)=delete
virtual	~Node ()
Graph *	graph (void)
const Graph *	graph (void) const
virtual uint32_t	arity (void) const =0
	Return the number of arguments.
virtual Node *	arg (uint32_t N) const =0
	Access N-th argument node.
virtual void	drop (void)=0
	Drop all the reference of arguments.
Public Member Functions inherited from loco::AnnotatedItem< NodeAnnotation >
	AnnotatedItem ()=default
virtual	~AnnotatedItem ()=default
const T *	annot (void) const
	Retrieve a stored annotation of type T.
void	annot (std::unique_ptr< T > &&p)
	Attach or remove a new annotation of type T.

Detailed Description

Create a value from constant byte array.

Note

ConstGen assumes "lexical memory layout".

Let us assume that a 'ConstGen' generates a constant tensor of shape "S". for each valid index I, the corresponding value comes from offset(S, I) where the implementation of "offset" is given as follows:

uint32_t stride(TensorShape shape, uint32_t axis) { uint32_t res = 1; for (uint32_t n = rank(shape) - 1; n > axis; –n) { res *= shape.dim(n); } return res; }

uint32_t offset(TensorShape shape, TensorIndex index) { uint32_t res = 0; for (uint32_t n = 0; n < rank(shape); ++n) { res += index.at(n) * stride(shape, n); } return res; }

Definition at line 215 of file Nodes.h.

Constructor & Destructor Documentation

ConstGen()

loco::ConstGen::ConstGen ( )

default

Member Function Documentation

at() [1/2]

template<DataType DT>

DataTypeImpl< DT >::Type & loco::ConstGen::at

(

uint32_t

n

)

Update the element at a given position @require at(n) is valid only when n < size()

Definition at line 205 of file Nodes.cpp.

{
  assert(dtype() == DT);
  assert(n < size<DT>());
  return *(reinterpret_cast<typename DataTypeImpl<DT>::Type *>(_data.data()) + n);
}

at() [2/2]

template<DataType DT>

const DataTypeImpl< DT >::Type & loco::ConstGen::at

(

uint32_t

n

)

const

Get the element at a given position @require at(n) is valid only when n < size()

Definition at line 198 of file Nodes.cpp.

{
  assert(dtype() == DT);
  assert(n < size<DT>());
  return *(reinterpret_cast<const typename DataTypeImpl<DT>::Type *>(_data.data()) + n);
}

Referenced by moco::onnx::Constant_V1::build(), moco::onnx::Constant_V9::build(), and exo::ConstGenConverter::convert().

size() [1/2]

template<DataType DT>

void loco::ConstGen::size

(

uint32_t

size

)

Adjust the number of reserved elements.

Definition at line 192 of file Nodes.cpp.

{
  assert(dtype() == DT);
  _data.resize(l * sizeof(typename DataTypeImpl<DT>::Type));
}

size() [2/2]

template<DataType DT>

uint32_t loco::ConstGen::size

(

void

)

const

Return the number of reserved elements.

Note

This method returns the number of ELEMENT (not BYTE).

Definition at line 185 of file Nodes.cpp.

{
  assert(dtype() == DT);
  assert(_data.size() % sizeof(typename DataTypeImpl<DT>::Type) == 0);
  return _data.size() / sizeof(typename DataTypeImpl<DT>::Type);
}

Referenced by exo::ConstGenConverter::convert().

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The documentation for this class was generated from the following files:

• compiler/loco/include/loco/IR/Nodes.h
• compiler/loco/src/IR/Nodes.cpp